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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Tied-Augment: Controlling Representation Similarity Improves Data Augmentation ICML 2023
JR2Net: Joint Monocular 3D Face Reconstruction and Reenactment AAAI 2023
Contrastive Distant Supervision for Debiased and Denoised Machine Reading Comprehension EMNLP 2023
DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video AAAI 2023
M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities AAAI 2023
Identifying Interpretable Subspaces in Image Representations ICML 2023
Unleashing the Power of Language Models in Text-Attributed Graph EMNLP 2023
Good Helper Is around You: Attention-Driven Masked Image Modeling AAAI 2023
The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training AAAI 2023
Achieving Linear Speedup in Non-IID Federated Bilevel Learning ICML 2023
SEPT: Towards Scalable and Efficient Visual Pre-training AAAI 2023
See Your Emotion from Gait Using Unlabeled Skeleton Data AAAI 2023
Semantic-Aware Superpixel for Weakly Supervised Semantic Segmentation AAAI 2023
Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons ICML 2023
Spatial-Spectral Transformer for Hyperspectral Image Denoising AAAI 2023
GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds CVPR 2023
GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets ICML 2023
Self-Supervised Image Denoising Using Implicit Deep Denoiser Prior AAAI 2023
Exploring Stochastic Autoregressive Image Modeling for Visual Representation AAAI 2023
BEST: BERT Pre-training for Sign Language Recognition with Coupling Tokenization AAAI 2023
Self-supervised learning of Split Invariant Equivariant representations ICML 2023
The Unreasonable Effectiveness of Few-shot Learning for Machine Translation ICML 2023
SMOC-Net: Leveraging Camera Pose for Self-Supervised Monocular Object Pose Estimation CVPR 2023
Memorization Weights for Instance Reweighting in Adversarial Training AAAI 2023
Differentiable and Transportable Structure Learning ICML 2023